Mohammad Azad

Orcid: 0000-0001-9851-1420

According to our database1, Mohammad Azad authored at least 37 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Applications of Depth Minimization of Decision Trees Containing Hypotheses for Multiple-Value Decision Tables.
Entropy, April, 2023

A Health Monitoring System Using IoT-Based Android Mobile Application.
Comput. Syst. Sci. Eng., 2023

2022
Decision Trees with Hypotheses for Recognition of Monotone Boolean Functions and for Sorting.
CoRR, 2022

Greedy Algorithms for Decision Trees with Hypotheses.
CoRR, 2022

2021
Decision Rules Derived from Optimal Decision Trees with Hypotheses.
Entropy, 2021

Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses.
Entropy, 2021

Maximum Entropy Markov Model for Human Activity Recognition Using Depth Camera.
IEEE Access, 2021

Minimizing Depth of Decision Trees with Hypotheses.
Proceedings of the Rough Sets - International Joint Conference, 2021

Minimizing Number of Nodes in Decision Trees with Hypotheses.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Sorting by Decision Trees with Hypotheses (extended abstract).
Proceedings of the 29th International Workshop on Concurrency, 2021

2020
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Intelligent Systems Reference Library 156, Springer, ISBN: 978-3-030-12853-1, 2020

Decision Trees with at Most 19 Vertices for Knowledge Representation.
Trans. Rough Sets, 2020

Knowledge Representation Using Decision Trees Constructed Based on Binary Splits.
KSII Trans. Internet Inf. Syst., 2020

Representation of Knowledge by Decision Trees for Decision Tables with Multiple Decisions.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019
Experimental Study of Totally Optimal Decision Trees.
Fundam. Informaticae, 2019

Experimental Study of Totally Optimal Decision Rules.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Decision Trees for Knowledge Representation (short paper).
Proceedings of the 28th International Workshop on Concurrency, 2019

2018
Decision and Inhibitory Trees for Decision Tables with Many-Valued Decisions.
PhD thesis, 2018

2017
Multi-stage optimization of decision and inhibitory trees for decision tables with many-valued decisions.
Eur. J. Oper. Res., 2017

On Importance of Rows for Decision Tables.
Proceedings of the Rough Sets - International Joint Conference, 2017

2016
Greedy Algorithm for the Construction of Approximate Decision Rules for Decision Tables with Many-Valued Decisions.
Trans. Rough Sets, 2016

Classification for Inconsistent Decision Tables.
Proceedings of the Rough Sets - International Joint Conference, 2016

2015
Three Approaches to Deal with Tests for Inconsistent Decision Tables - Comparative Study.
Trans. Rough Sets, 2015

Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Multi-pruning of decision trees for knowledge representation and classification.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Decision Rule Classifiers for Multi-label Decision Tables.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Minimization of Decision Tree Average Depth for Decision Tables with Many-valued Decisions.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

‘Misclassification Error' Greedy Heuristic to Construct Decision Trees for Inconsistent Decision Tables.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Minimization of decision tree depth for multi-label decision tables.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Minimizing Size of Decision Trees for Multi-label Decision Tables.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013
A Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions - A Comparative Study.
Fundam. Informaticae, 2013

Optimization of Decision Rule Complexity for Decision Tables with Many-Valued Decisions.
Proceedings of the IEEE International Conference on Systems, 2013

Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Decision Rules, Trees and Tests for Tables with Many-valued Decisions-comparative Study.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

2012
Greedy Algorithms for Construction of Approximate Tests for Decision Tables with Many-Valued Decisions.
Fundam. Informaticae, 2012

Tests for Decision Tables with Many-Valued Decisions - Comparative Study.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Greedy Algorithm for Construction of Decision Trees for Tables with Many-Valued Decisions.
Proceedings of the 21th International Workshop on Concurrency, 2012


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